{"id":"W2088407064","doi":"10.1142/s0192415x08006144","title":"Symptom Combinations Assessed in Traditional Chinese Medicine and Its Predictive Role in ACR20 Efficacy Response in Rheumatoid Arthritis","year":2008,"lang":"en","type":"article","venue":"The American Journal of Chinese Medicine","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; University of British Columbia","funders":"","keywords":"Medicine; Rheumatoid arthritis; Traditional Chinese medicine; Internal medicine; Combination therapy; Randomization; Western medicine; Physical therapy; Randomized controlled trial; Traditional medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002973594,0.0005330491,0.0022867,0.002058402,0.0001575275,0.000005655222,0.0003509446,0.00006835451,0.00009284338],"category_scores_gemma":[0.01053492,0.0002939076,0.0001306403,0.003193668,0.002263737,0.0003122828,0.000062981,0.001428999,0.000003419185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973157,"about_ca_system_score_gemma":0.0004272064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002562283,"about_ca_topic_score_gemma":0.0001539453,"domain_scores_codex":[0.9950421,0.0008109666,0.001835274,0.0003898745,0.001447404,0.0004744231],"domain_scores_gemma":[0.9915599,0.00647212,0.0008602854,0.000322875,0.0004203427,0.0003644694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02051544,0.002539814,0.9137597,0.00008239203,0.0003431639,0.004075817,0.04727351,0.0005175717,0.007082631,0.000479494,0.001077052,0.002253416],"study_design_scores_gemma":[0.02409145,0.006102415,0.9511044,0.002644741,0.00003729499,0.008399039,0.00263748,0.0008796288,0.000008666905,0.003816521,0.00006881338,0.0002095285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334707,0.008460493,0.00003557097,0.05657768,0.0003047049,0.0005865333,0.00001964965,0.0000278405,0.0005168401],"genre_scores_gemma":[0.990302,0.007300423,0.00008066023,0.001298563,0.0008712658,0.00004164558,0.00003022753,0.00005039724,0.00002484368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05683129,"threshold_uncertainty_score":0.9999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212450914374875,"score_gpt":0.2981617134442859,"score_spread":0.2760372043005371,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}